FM
Fred Miller — 1920 US Census Record
Model Tree available1920 United States Federal Census · Woods, Oklahoma
Our Model Tree links this Fred Miller across the 1900, 1910 and 1920 US Censuses in Woods, Oklahoma (XGBoost, ~Confirmed), with identified parents Harvey & George — first a son (b.~1897), then head of a 3-person household.
Age 23
b. ~1897
Male
Son
Born: Kansas
Single
1920 Census Record Details
| Census Year | 1920 |
| Location | Woods, Oklahoma |
| Surname | Miller |
| Given Name | Fred |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 23 |
| Marital Status | Single |
| Birthplace | Kansas |
| Father's Birthplace | Kansas |
| Mother's Birthplace | Kansas |
| Additional Details | |
| Occupation | Farmer |
| Industry | Partner |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Kansas |
| Birth Country | United States |
| Birthplace (normalized) | kansas |
| Occupation | Farmer |
| Township / Ward | Alva Township |
| Est. Birth Year | ~1897 |
Household Members
Census records only state relationship to the household head.
Pairwise kinship is derived (~90–95% accurate), not recorded.
Step/blended families and boarders can break it.
3 people recorded at the same address in the 1920 census.
| Name | Relation to head | Relative to Fred | Age | Birth yr |
|---|---|---|---|---|
| Harvey Miller | Head | — | 48 | ~1872 |
| Fred Miller | Son | — | 23 | ~1897 |
| Lura Miller | Spouse | — | 40 | ~1880 |
Census Appearances
1900
Woods, Oklahoma
Son, age 4
Woods, Oklahoma · implied b. ~1896 — 4 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Freddie B |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 3 |
| Marital Status | Single |
| Birthplace | Kansas |
| Birth Month | Oct |
| Birth Year | 1896 |
| Father's Birthplace | Kansas |
| Mother's Birthplace | Kansas |
| Birth State | Kansas |
| Birth Country | United States |
| Birthplace (normalized) | kansas |
1910
Woods, Oklahoma
Son, age 13
Woods, Oklahoma · implied b. ~1897 — 5 household members
●
Primary link
· ~Confirmed · 2 sources
XGBoost
Household
| Surname | Miller |
| Given Name | Fred |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 13 |
| Marital Status | Single |
| Birthplace | Kansas |
| Father's Birthplace | Kansas |
| Mother's Birthplace | Kansas |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | English |
| Birth State | Kansas |
| Birth Country | United States |
| Birthplace (normalized) | kansas |
1920
Woods, Oklahoma
Son, age 23
Woods, Oklahoma · implied b. ~1897 — 3 household members
| Surname | Miller |
| Given Name | Fred |
| Relationship to Head | Son |
| Sex | M |
| Color / Race | White |
| Age | 23 |
| Marital Status | Single |
| Birthplace | Kansas |
| Father's Birthplace | Kansas |
| Mother's Birthplace | Kansas |
| Occupation | Farmer |
| Industry | Partner |
| Can Read | Yes |
| Can Write | Yes |
| Speaks English | Yes |
| Birth State | Kansas |
| Birth Country | United States |
| Birthplace (normalized) | kansas |
Model Tree
An inferred pedigree reconstructed from census links — up to 4 generations within the 1900–1950 window. Closer generations are built from household co-residence; deeper ones are bridged by following a relative to their own childhood census. Confidence compounds and weakens with each generation.
Our Model Tree links Fred Miller across 3 US Census years (1900, 1910 and 1920) in Woods, Oklahoma, using XGBoost record linkage. Identified parents: father Harvey Miller (~0.92 confidence) and father George Miller (~0.92 confidence) and mother Lou Miller (~0.92 confidence) and mother S Miller (~0.92 confidence) and mother Lura Miller (~0.92 confidence). The pedigree spans 1 generation with 5 identified ancestors.
Show:
Gen 1
Parents
confidence ≈ 0.92
Father
Harvey Miller
b. ~1872
Source father
● Household
· direct · ~0.92
Father
George Miller
b. ~1861
Source father
● Household
· direct · ~0.92
Mother
Lou Miller
b. ~1879
Source mother
● Household
· direct · ~0.92
Mother
S Miller
b. ~1879
Source mother
● Household
· direct · ~0.92
Mother
Lura Miller
b. ~1880
Source mother
● Household
· direct · ~0.92
This person
Anchor record
Fred Miller
Son · 1920 · age 23 · b. ~1897 · Oklahoma
★ You are viewing this record
Confirmed / household (~0.90+)
Probable / derived (~0.65–0.89)
Candidate (<0.65, unverified)
Original Census Page
1920 US Federal Census — Woods, Oklahoma
Open full size
1920 US Federal Census — Woods, Oklahoma
Page Contents
50 people indexed on this census page (ia:1920:14thcensusofpopu1480unit:0966)
| Line | Name | Age | Relation | Occupation | Birthplace |
|---|---|---|---|---|---|
| 51 | Ruby Hedrick | 12 | Step-daughter | — | Kansas |
| 52 | Laymon Hedrick | 10 | Step-son | — | Kansas |
| 53 | Opal Hedrick | 9 | Step-daughter | — | Kansas |
| 54 | Pearl Hedrick | 7 | Step-daughter | — | Kansas |
| 55 | Lester Hedrick | 5 | Step-son | — | Kansas |
| 56 | Mildred Hedrick | 6 | Daughter | — | Oklahoma |
| 57 | Thelma Hedrick | 1 | Daughter | — | Oklahoma |
| 58 | Otis M. Prince | 41 | Head | Farmer | Illinois |
| 59 | Jessie Prince | 36 | Wife | — | Kansas |
| 60 | Leo Prince | 18 | Son | — | Kansas |
| 61 | Earl Prince | 15 | Son | — | Kansas |
| 62 | James Prince | 14 | Son | — | Kansas |
| 63 | Neva Prince | 10 | Daughter | — | Kansas |
| 64 | Artie Prince | 7 | Son | — | Oklahoma |
| 65 | Effie Prince | 6 | Daughter | — | Oklahoma |
| 66 | Hubert Prince | 3 | Son | — | Oklahoma |
| 67 | Samuel Lawyer | 48 | Head | Farmer | Iowa |
| 68 | Eleanor Lawyer | 44 | Wife | — | Illinois |
| 69 | Eugene Pierce | 69 | Hired man | — | Illinois |
| 70 | John H. Walker | 68 | Head | Farmer | Missouri |
| 71 | Eliza Walker | 65 | Wife | — | Kentucky |
| 72 | Joe Walker | 22 | Son | Farmer | Kansas |
| 73 | Nellie Walker | 25 | Daughter-in-law | — | Oklahoma |
| 74 | John Walker | 3 | Grandson | — | Oklahoma |
| 75 | Paul Walker | 1 | Grandson | — | Oklahoma |
| 76 | Ray M. Loomis | 34 | Head | Farmer | Kansas |
| 77 | Alta Loomis | 24 | Wife | — | Nebraska |
| 78 | Wilma Loomis | 8 | Daughter | — | Kansas |
| 79 | Lucille Loomis | 6 | Daughter | — | Oklahoma |
| 80 | Edward Loomis | 36 | Brother | Farmer | Kansas |
| 81 | William T. Clod | 50 | Head | Farmer | Missouri |
| 82 | Olive Clod | 50 | Wife | — | Missouri |
| 83 | Alfred Clod | 25 | Son | Farmer | Kansas |
| 84 | Frank Clod | 17 | Son | Farmer | Kansas |
| 85 | Nettie Clod | 17 | Daughter | — | Oklahoma |
| 86 | Maybell Clod | 10 | Daughter | — | Oklahoma |
| 87 | Ida Clod | 4 | Daughter | — | Oklahoma |
| 88 | Harvey M. Miller | 48 | Head | Farmer | Kansas |
| 89 | Lura Miller | 40 | Wife | — | Missouri |
| 90 | Fred Miller THIS PERSON | 23 | Son | Farmer | Kansas |
| 91 | Reuben Marshall | 43 | Head | Farmer | Kentucky |
| 92 | Madge Marshall | 36 | Wife | — | Ohio |
| 93 | Ruth Marshall | 18 | Daughter | — | Oklahoma |
| 94 | Opal Marshall | 16 | Daughter | — | Oklahoma |
| 95 | Irene Marshall | 14 | Daughter | — | Oklahoma |
| 96 | Eunice Marshall | 12 | Daughter | — | Oklahoma |
| 97 | Wesley Marshall | 5 | Son | — | Oklahoma |
| 98 | John F. Steigler | 47 | Head | Farmer | Germany |
| 99 | Estella Steigler | 40 | Wife | — | Kansas |
| 100 | Earl Steigler | 10 | Son | — | Oklahoma |
Pedigree Summary
Fred
Gen 1 · 5 parents
~0.92
Max depth 4 (1900–1950 window)
About This Record & Model Tree
This record was independently indexed by YourRoots from the 1920 United States Federal Census (NARA). Our Model Tree links this person across census decades using XGBoost-based record linkage, with per-link confidence scores. Household corroboration strengthens the signal when co-residents appear on the same census pages in multiple years.
Source: National Archives and Records Administration (NARA)